Electroencephalography-based Imagery Movement Classification Using Support Vector Machine and Autoregressive Power Spectral Estimation

• Main Author: Pornwitcha Somsap
• Other Authors: Associate Professor Dr. Nipon Theera-Umpon
• Format: Theses and Dissertations
• Language: English
• Published: เชียงใหม่ : บัณฑิตวิทยาลัย มหาวิทยาลัยเชียงใหม่ 2020
• Online Access: http://cmuir.cmu.ac.th/jspui/handle/6653943832/69637
• Institution: Chiang Mai University

The main purpose of this thesis is about motor imagery classification to enhance communication capability for motor neuron disease patients, especially, those who cannot move their voluntary muscles such as Amyotrophic Lateral Sclerosis (ALS) or Locked-In Syndrome (LIS) patients. ALS is a progressiv...